Alternatives and similar repositories for camml

Users that are interested in camml are comparing it to the libraries listed below

• yfzhang114 / LLaVA-Align
  [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…
  ☆82Updated 9 months ago
• palchenli / VL-Instruction-Tuning
  ☆91Updated 2 years ago
• opendatalab / HA-DPO
  Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization
  ☆99Updated last year
• MIV-XJTU / FLAME
  [CVPR 2025] PyTorch implementation of paper "FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training"
  ☆32Updated 5 months ago
• findalexli / mllm-dpo
  [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model
  ☆47Updated last year
• JieShibo / MemVP
  [ICML 2024] Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning
  ☆50Updated last year
• thunlp / DeepPerception
  DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding
  ☆65Updated 6 months ago
• X-PLUG / mPLUG-HalOwl
  mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating
  ☆98Updated last year
• StanfordMIMI / villa
  [ICCV 2023] ViLLA: Fine-grained vision-language representation learning from real-world data
  ☆46Updated 2 years ago
• GasolSun36 / MVP
  Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning
  ☆24Updated last year
• RayRuiboChen / Self-Filter
  ☆25Updated 5 months ago
• waltonfuture / InstructionGPT-4
  InstructionGPT-4
  ☆42Updated last year
• pkunlp-icler / MIC
  MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU
  ☆50Updated 5 months ago
• luka-group / mDPO
  [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.
  ☆83Updated last year
• FreedomIntelligence / MLLM-Bench
  MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
  ☆72Updated last year
• yuezih / less-is-more
  Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)
  ☆56Updated last year
• UCSC-VLAA / CLIPS
  An Enhanced CLIP Framework for Learning with Synthetic Captions
  ☆37Updated 8 months ago
• Kevinz-code / SeVa
  [MM2024, oral] "Self-Supervised Visual Preference Alignment" https://arxiv.org/abs/2404.10501
  ☆59Updated last year
• AoiDragon / POPE
  [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''
  ☆99Updated 3 months ago
• HenryHZY / VL-PET
  [ICCV2023] Official code for "VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control"
  ☆52Updated 2 years ago
• bronyayang / HallE_Control
  HallE-Control: Controlling Object Hallucination in LMMs
  ☆32Updated last year
• Yuqifan1117 / HalluciDoctor
  HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)
  ☆50Updated last year
• SooLab / DDCOT
  [NeurIPS 2023]DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models
  ☆49Updated last year
• heliossun / SQ-LLaVA
  Visual self-questioning for large vision-language assistant.
  ☆45Updated 4 months ago
• Kwai-YuanQi / TaskGalaxy
  Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types
  ☆32Updated 5 months ago
• ys-zong / VL-ICL
  [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning
  ☆67Updated 2 months ago
• FreedomIntelligence / TRIM
  We introduce new approach, Token Reduction using CLIP Metric (TRIM), aimed at improving the efficiency of MLLMs without sacrificing their…
  ☆19Updated last year
• foundation-multimodal-models / CAL
  [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment
  ☆58Updated last year
• thunlp / Muffin
  ☆66Updated last year
• yihedeng9 / STIC
  Enhancing Large Vision Language Models with Self-Training on Image Comprehension.
  ☆70Updated last year